very differently in high dimensional settings. We next give explicit mathematical definitions for the population problem and highlight the different objects in the so-called canonical decomposition - understanding the differences between these objects is crucial for interpretation of the technique.

Population CCA definition via correlations

Given two column vectors and of random variables with finite second moments,

1.Previous
3.Next